Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Minnesota

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Minnesota
Series ID SMU27000006562100001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-11-01
Last Updated 2024-12-21 5:32 AM CST
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 65.04510291055250
1990-02-01 65.33729774990450
1990-03-01 65.42606209022830
1990-04-01 65.29743012076910
1990-05-01 65.77034198623670
1990-06-01 66.23661146195200
1990-07-01 66.87367969781900
1990-08-01 67.32521370104040
1990-09-01 67.74646153622540
1990-10-01 67.86095500504220
1990-11-01 68.23455295914180
1990-12-01 68.39958833066089
1991-01-01 69.08652639685690
1991-02-01 68.97136389833080
1991-03-01 69.14219778689511
1991-04-01 69.28623767120439
1991-05-01 69.65095001753610
1991-06-01 69.99854972518720
1991-07-01 70.46248434711890
1991-08-01 70.82967057299021
1991-09-01 71.05467338145040
1991-10-01 71.17716045122991
1991-11-01 71.24785903187580
1991-12-01 71.80440764764259
1992-01-01 72.29683133823400
1992-02-01 72.69593266109170
1992-03-01 73.14841718643100
1992-04-01 73.35831614971579
1992-05-01 73.60557778750321
1992-06-01 73.83090822690980
1992-07-01 74.87027029774040
1992-08-01 74.96253083495190
1992-09-01 75.28652627027410
1992-10-01 75.90861258746240
1992-11-01 76.46639292269450
1992-12-01 76.70066320536900
1993-01-01 76.60373214771900
1993-02-01 76.80627409311420
1993-03-01 77.13942115968200
1993-04-01 77.93215983504150
1993-05-01 78.15538046656070
1993-06-01 78.45028736505309
1993-07-01 78.49147987965091
1993-08-01 78.71113949021391
1993-09-01 78.93496471698820
1993-10-01 79.45981503107760
1993-11-01 79.45289089339141
1993-12-01 79.60341866930760
1994-01-01 79.58859378328570
1994-02-01 79.70682824461251
1994-03-01 79.83735479357190
1994-04-01 79.92238089986350
1994-05-01 80.10487215701309
1994-06-01 80.06567160294041
1994-07-01 79.25320116116700
1994-08-01 79.48293322505760
1994-09-01 79.76932872641349
1994-10-01 79.68249560578600
1994-11-01 80.01532202276509
1994-12-01 80.18836783683899
1995-01-01 81.18845929417050
1995-02-01 81.50316803301291
1995-03-01 81.64595653848359
1995-04-01 81.76129047982680
1995-05-01 81.88768428803280
1995-06-01 82.31012307255810
1995-07-01 82.67244346377579
1995-08-01 83.10050884735250
1995-09-01 83.45644083840040
1995-10-01 83.68400355809500
1995-11-01 84.02904003642250
1995-12-01 83.95286096335641
1996-01-01 85.02772392856640
1996-02-01 85.55225549527471
1996-03-01 85.99318768111799
1996-04-01 84.73156170867030
1996-05-01 85.10963847324620
1996-06-01 85.47300060958771
1996-07-01 85.88226701407709
1996-08-01 86.10645503818590
1996-09-01 85.91224993365101
1996-10-01 86.01858281386049
1996-11-01 86.32528239419690
1996-12-01 86.38238969016800
1997-01-01 86.90259432984670
1997-02-01 86.91760770075090
1997-03-01 86.73291984513641
1997-04-01 87.40994349429510
1997-05-01 87.85378998772320
1997-06-01 88.05931309056092
1997-07-01 87.87854161763300
1997-08-01 88.21138530464140
1997-09-01 88.67563871342631
1997-10-01 89.32414506835372
1997-11-01 89.10568159429300
1997-12-01 89.39216581867920
1998-01-01 89.19049008120491
1998-02-01 89.40988964606409
1998-03-01 89.30028038111429
1998-04-01 89.25439297078490
1998-05-01 89.49369524462351
1998-06-01 89.62076884743780
1998-07-01 90.19307612789530
1998-08-01 90.44654517279860
1998-09-01 90.47284786596960
1998-10-01 90.51490367295580
1998-11-01 90.62146171823250
1998-12-01 90.91049378964020
1999-01-01 90.15426624343200
1999-02-01 90.35150667362421
1999-03-01 90.24684905269380
1999-04-01 91.56758913721599
1999-05-01 91.52208292671850
1999-06-01 91.77470440585250
1999-07-01 92.20242531025730
1999-08-01 92.29115769356340
1999-09-01 92.80254041299429
1999-10-01 93.35966962000678
1999-11-01 93.38298223304449
1999-12-01 93.57008545575630
2000-01-01 93.38573711529371
2000-02-01 93.46039711810049
2000-03-01 93.78354650163930
2000-04-01 93.73187433797280
2000-05-01 93.93455370501460
2000-06-01 94.11920264927000
2000-07-01 94.12040792005341
2000-08-01 94.23603298575450
2000-09-01 94.56246211568630
2000-10-01 94.65715352485171
2000-11-01 94.81332464393110
2000-12-01 95.27973838956379
2001-01-01 95.46488715691210
2001-02-01 95.60864613463579
2001-03-01 95.59027414597330
2001-04-01 95.76910996659842
2001-05-01 95.81791834140330
2001-06-01 96.26995589669730
2001-07-01 95.94341390552620
2001-08-01 96.04929719826940
2001-09-01 96.04211717169970
2001-10-01 96.49458612918171
2001-11-01 96.78485612498258
2001-12-01 96.80900195017450
2002-01-01 99.12993315226700
2002-02-01 99.35897615455109
2002-03-01 99.51885375366041
2002-04-01 99.79975133915290
2002-05-01 99.97807358139380
2002-06-01 100.32033763797800
2002-07-01 102.45267957119200
2002-08-01 102.81035362400900
2002-09-01 103.21400372938700
2002-10-01 103.43741797384199
2002-11-01 103.94891918663600
2002-12-01 104.20673463250601
2003-01-01 104.49185920576201
2003-02-01 105.33418651061100
2003-03-01 105.35003317169700
2003-04-01 104.47515587044300
2003-05-01 105.05917130152599
2003-06-01 105.11751911834699
2003-07-01 105.33195915663400
2003-08-01 105.55013945000900
2003-09-01 105.75208481571300
2003-10-01 105.69898480154300
2003-11-01 105.80526993208700
2003-12-01 105.80822753263000
2004-01-01 107.14185638810600
2004-02-01 107.21166809060699
2004-03-01 107.45690113175900
2004-04-01 108.09819536959400
2004-05-01 108.26362995464899
2004-06-01 108.36866459768200
2004-07-01 107.96426857513700
2004-08-01 108.17423203387199
2004-09-01 108.27685083714701
2004-10-01 108.93902304569500
2004-11-01 108.82051396031099
2004-12-01 109.19591479954599
2005-01-01 108.97946640525299
2005-02-01 109.40573083805599
2005-03-01 109.65802778941999
2005-04-01 111.17967522473200
2005-05-01 112.29611419997800
2005-06-01 112.43192251094100
2005-07-01 113.06386938185400
2005-08-01 113.87965456195101
2005-09-01 114.48653727206800
2005-10-01 114.96588337934300
2005-11-01 115.61801363211300
2005-12-01 116.26337036630200
2006-01-01 117.85101045479300
2006-02-01 117.02422483082400
2006-03-01 117.60680671072399
2006-04-01 117.16726522179600
2006-05-01 117.42253749502599
2006-06-01 118.01172021056900
2006-07-01 118.76177369818300
2006-08-01 118.90281716747400
2006-09-01 119.32036484096700
2006-10-01 119.08321709523500
2006-11-01 119.50169661417401
2006-12-01 119.88582544931499
2007-01-01 120.15476993999100
2007-02-01 120.48435098517400
2007-03-01 120.59001070637600
2007-04-01 120.65251430766600
2007-05-01 120.64201642100500
2007-06-01 121.21418611422600
2007-07-01 121.80130198604799
2007-08-01 121.66899699941100
2007-09-01 121.65596439827000
2007-10-01 122.29026928160900
2007-11-01 122.69339533934200
2007-12-01 122.53261762712700
2008-01-01 122.36248872574900
2008-02-01 122.40427650873100
2008-03-01 122.47326409517900
2008-04-01 122.67949074093500
2008-05-01 123.12320362605499
2008-06-01 123.62655072412700
2008-07-01 124.11211626830200
2008-08-01 124.55797233882000
2008-09-01 124.90840505897200
2008-10-01 124.76003675541901
2008-11-01 124.98396602700200
2008-12-01 125.16922787934700
2009-01-01 125.79636526914899
2009-02-01 126.03833544995500
2009-03-01 126.17016620867800
2009-04-01 126.57223537492800
2009-05-01 126.50404866895000
2009-06-01 126.11988594077400
2009-07-01 126.09426824550600
2009-08-01 125.77131167950000
2009-09-01 125.73602838208099
2009-10-01 125.79471708148900
2009-11-01 125.66766377848200
2009-12-01 125.68062863808201
2010-01-01 125.85128332940701
2010-02-01 125.89548169644900
2010-03-01 125.98354336858800
2010-04-01 125.50349618932200
2010-05-01 125.67539373003599
2010-06-01 126.20761843091800
2010-07-01 125.42587113603900
2010-08-01 125.38997747602600
2010-09-01 125.24783319958500
2010-10-01 125.61594666619101
2010-11-01 125.71864301049300
2010-12-01 125.54444770112900
2011-01-01 126.34847396198201
2011-02-01 126.59793858666500
2011-03-01 126.69588599721800
2011-04-01 127.18519917528400
2011-05-01 127.49375710038700
2011-06-01 127.65709714040199
2011-07-01 127.93068966956601
2011-08-01 128.27614334876200
2011-09-01 129.22764356385400
2011-10-01 128.63602564737100
2011-11-01 128.45092734095502
2011-12-01 129.07686975355500
2012-01-01 129.07628448129998
2012-02-01 129.33503266218398
2012-03-01 129.74712785601600
2012-04-01 130.19006924224200
2012-05-01 130.32138712762600
2012-06-01 130.87812646179500
2012-07-01 131.99694830693300
2012-08-01 131.84719377320200
2012-09-01 133.00229856643100
2012-10-01 134.35721524824400
2012-11-01 134.26788121005400
2012-12-01 134.49496781214200
2013-01-01 134.94561931393199
2013-02-01 135.10227363898100
2013-03-01 135.42063819039900
2013-04-01 135.61183044409500
2013-05-01 135.84771814038600
2013-06-01 136.06886465254500
2013-07-01 136.12207196917200
2013-08-01 136.41537551760598
2013-09-01 136.34842364812500
2013-10-01 136.63564891821600
2013-11-01 136.92684791200000
2013-12-01 137.07160201423798
2014-01-01 136.98449619676902
2014-02-01 137.34331927372800
2014-03-01 137.46109760682200
2014-04-01 137.81115126998200
2014-05-01 138.13861087840900
2014-06-01 138.54740898677500
2014-07-01 138.61763167721800
2014-08-01 139.01577029602300
2014-09-01 139.41337731038700
2014-10-01 139.74782656681700
2014-11-01 139.81690479834100
2014-12-01 140.25544123561100
2015-01-01 140.11891609450500
2015-02-01 140.86622783700898
2015-03-01 141.38577948845100
2015-04-01 141.62501169157800
2015-05-01 142.11857115591602
2015-06-01 142.50917978726600
2015-07-01 143.10334846820200
2015-08-01 143.44458637801202
2015-09-01 143.79688639288700
2015-10-01 144.35016365553800
2015-11-01 144.80503951521200
2015-12-01 145.13486152104798
2016-01-01 145.71850345339300
2016-02-01 146.18347951365400
2016-03-01 146.61194474452100
2016-04-01 147.35946774870600
2016-05-01 147.81456396883300
2016-06-01 147.62014324689600
2016-07-01 148.78694063275200
2016-08-01 148.76936245589600
2016-09-01 149.22033850510700
2016-10-01 149.01092778848700
2016-11-01 149.13475866898800
2016-12-01 149.47538002489800
2017-01-01 150.58705153026400
2017-02-01 151.09153499507798
2017-03-01 151.38089566087498
2017-04-01 151.62558814758000
2017-05-01 151.76011000566402
2017-06-01 152.57818693158399
2017-07-01 152.60315124567700
2017-08-01 152.97209479732700
2017-09-01 153.46901723213500
2017-10-01 153.49317272790898
2017-11-01 153.76147378612800
2017-12-01 154.49399671510798
2018-01-01 154.76523932356000
2018-02-01 155.19720328197400
2018-03-01 155.89221380752400
2018-04-01 156.10775991898100
2018-05-01 156.55062297590800
2018-06-01 156.87734238469400
2018-07-01 156.63949396223400
2018-08-01 156.33904680788500
2018-09-01 156.74823841614100
2018-10-01 156.80397189030300
2018-11-01 156.82687098835300
2018-12-01 157.00849540566400
2019-01-01 157.39534021812900
2019-02-01 157.38974755548800
2019-03-01 157.85419355319400
2019-04-01 157.88081726665800
2019-05-01 158.14394230641400
2019-06-01 157.95949482426400
2019-07-01 158.36648687901600
2019-08-01 158.38819345171700
2019-09-01 158.18549247711002
2019-10-01 158.38504066600402
2019-11-01 158.72054361812900
2019-12-01 158.89287045752002
2020-01-01 159.08600058825002
2020-02-01 159.71328434257600
2020-03-01 158.58290960237900
2020-04-01 136.32668335609400
2020-05-01 142.86425796365000
2020-06-01 144.71513023653800
2020-07-01 149.01828996032700
2020-08-01 151.13609752188200
2020-09-01 151.77853635856900
2020-10-01 153.66701531506800
2020-11-01 154.11441099958700
2020-12-01 154.42212365622700
2021-01-01 154.50622695386800
2021-02-01 155.13857365524402
2021-03-01 155.44569584441402
2021-04-01 156.04358147321900
2021-05-01 155.73857428091400
2021-06-01 155.33879211892900
2021-07-01 154.64905723359400
2021-08-01 154.57782399306300
2021-09-01 154.00240622676301
2021-10-01 155.39858990818502
2021-11-01 155.66654263103800
2021-12-01 156.11166347263900
2022-01-01 156.12108794663300
2022-02-01 156.62778996296302
2022-03-01 155.96537540282100
2022-04-01 157.02979498645900
2022-05-01 157.02880406002700
2022-06-01 156.09262532743100
2022-07-01 157.12390472302602
2022-08-01 157.21886776508800
2022-09-01 157.89725271245300
2022-10-01 158.10893273095698
2022-11-01 158.10106667833500
2022-12-01 158.62157530301600
2023-01-01 159.24608964337298
2023-02-01 159.53156648644898
2023-03-01 160.08702629458600
2023-04-01 159.81507397334698
2023-05-01 160.29721182909900
2023-06-01 160.80922027358600
2023-07-01 161.78385987350800
2023-08-01 162.07636756174298
2023-09-01 161.96104204553000
2023-10-01 162.24436876040100
2023-11-01 163.27890162415000
2023-12-01 163.40159199510800
2024-01-01 163.63724438386402
2024-02-01 166.25878810574198
2024-03-01 168.41228702334600
2024-04-01 169.84223109604700
2024-05-01 171.38250067061800
2024-06-01 172.95010087901900
2024-07-01 174.90552546422100
2024-08-01 175.46842272570703
2024-09-01 176.97606090256100
2024-10-01 177.53121396313900
2024-11-01 178.36082050395600

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